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Special Issue InternationalJournalofQualitativeMethods January-December2016:1–13 Editors’ Afterword: Toward Evidence-Based ªTheAuthor(s)2016 Reprintsandpermissions: Guidelines for Reviewing Mixed Methods sagepub.com/journalsPermissions.nav DOI:10.1177/1609406916628986 Research Manuscripts Submitted to Journals ijqm.sagepub.com Anthony J. Onwuegbuzie1 and Cheryl Poth2 Reviewing Mixed Methods Research Manuscripts withthemissionofthejournal,(g)treatauthorsethically,and (h) maintain standards of excellence for the journal and the Our work as guest coeditors for this special issue was greatly field/discipline (Fischer, 2011; Glogoff, 1988). In essence, assistedbyourreferees.Inthisissue,wepresentedsixofmore then, the journal reviewers, almost always numbering more than1millionscholarlyjournalarticlesthatwerepublishedthis thanoneforeachsubmittedmanuscript,togetherserveasedi- year.Indeed,according toWare (2006), torial gatekeepers and, in turn, gatekeepers of new academic knowledge, wherein gatekeeping suggests that those manu- Thereareapproximately23,000scholarlyjournalsintheworld, scripts‘‘thatmakeauniquecontributiontotheexistinglitera- collectivelypublishing1.4millionarticlesayear.Thenumber turethroughnoveltyofideas,cleardevelopmentoftheory,and ofarticlespublishedeachyearandthenumberofjournalshave rigor of methods receive higher ratings and more favorable both grown steadily for over two centuries, by about 3% and editorial decisions’’ (Gilliland &Cortina, 1997,p.428). 3.5%peryear,respectively.Thereasonistheequallypersistent As noted by Fischer (2011), in general, reviewers should growthinthenumberofresearchers,whichhasalsogrownat provide reviews that are constructive, comprehensive, thor- about3%peryearandnowstandsataround5.5million.(p.3) ough, balanced, diplomatic, open minded, respectful of the author’s ideas and property rights, and prompt. Even more ConsistentwithWare(2006),Bjo¨rk,Roos,andLauri(2009) importantly, reviewers always shouldstrive tomaximize non- estimatedatotalof23,750journalsin2006,publishingatotal maleficence(i.e.,notcausingharmtotheauthors);beneficence of 1,346,000 articles during the year. Moreover, currently, (i.e., working for the benefit of authors); (social) justice (i.e., there are more than 50 million published scholarly journal providingreviewsbasedonuniversalprinciplesandrules,inan articles in existence (Jinha, 2010). With this number of scho- impartialandwarrantedmannerinordertoguarantee fairand larlyarticles,itisclearthat‘‘journalpublicationistheprimary equitabletreatmentofallauthors);fidelity(i.e.,demonstrating methodtodisseminatescholarlyinformationandresearchfind- faithfulness, loyalty, and commitment to the journal); profes- ings’’ (Glogoff, 1988, p. 400)—thereby being the foremost sional competence (i.e., writing reviews that are within the pathwaytonewcontributionstoacademic-related knowledge. reviewer’s set of skills and knowledge of the topic explored, Significant to the formal communication process are the jour- methodology and methods used, and the results reported); nal reviewers (i.e., referees) who, without enumeration, per- integrity (i.e., being fair, honest, and respectful of author’s form at least the following functions: (a) assess the quality of ideas, procedures, and findings); scholarly responsibility (i.e., a manuscript and the importance of the underlying topic, adhering to best practices through reviews that are warranted (b) assess the priority or innovation of the submitted manu- script within the context of the extant literature, (c) provide a review that helps the editor make an informed decision about 1DepartmentofEducationalLeadershipandCounseling,SamHoustonState the disposition of the submitted manuscript (e.g., accept vs. University,Huntsville,TX,USA rejectvs.reviseandresubmit),(d)provideinformedguidance 2Faculty of Education, Department of Educational Psychology, University of totheeditorandtheauthor(s)regardingmodificationsthatwill Alberta,Edmonton,Canada help improve the submitted manuscript in a manner that will CorrespondingAuthor: increase its potential to contribute to the literature, (e) relieve Anthony J. Onwuegbuzie, Department of Educational Leadership and the pressure of an unfavorable decision from the editor, Counseling,Box2119,SamHoustonStateUniversity,Huntsville,Texas. (f) facilitate the dissemination of knowledge that is consistent Email:tonyonwuegbuzie@aol CreativeCommonsCC-BY-NC:ThisarticleisdistributedunderthetermsoftheCreativeCommonsAttribution-NonCommercial3.0License (http://www.creativecommons.org/licenses/by-nc/3.0/)whichpermitsnon-commercialuse,reproductionanddistributionoftheworkwithoutfurther permissionprovidedtheoriginalworkisattributedasspecifiedontheSAGEandOpenAccesspage(https://us.sagepub.com/en-us/nam/open-access-at-sage). 2 International Journal of Qualitative Methods and transparent and that involve self-reflection and meta- appraisal of manuscripts of our special issue reviewers to cognition on the part of the reviewer); social responsibility develop a framework for comprehensively reviewing mixed (i.e., demonstrating awareness of the social dimensions of the methodsresearch manuscripts. author’s topic); and respecting rights, dignity, and diversity (i.e., striving to eliminate bias for misrepresenting authors’ worksandnotdiscriminatingauthorsbasedonexceptionalities Method oftheirtopics;cf.Onwuegbuzie&Frels,2016)—which,ifall Research Design elements are followed, would yield a reviewer who is meta- ethical, which implies that he or she adheres to virtue ethics Our study involved combining quantitative and qualitative (i.e.,referringtothecharacterofthereviewer—asopposedto approaches within a case study—yielding what Onwuegbuzie the standards of excellence for the journal—providing the (2015) referred to as a mixed methods case study (MMCS)— impetus for ethical reviews) and pragmatic ethics (i.e., using specifically, a qualitative-dominant MMCS. The case was thestandardssetbythejournaleditorundertheassumptionthat boundedbythemanuscriptssubmittedtothetwoInternational theeditorisprogressingmorallyinlinewiththeprogressionof Journal of Qualitative Methods (IJQM) mixed methods scientificknowledge). research special issues. These two special issues yielded Over the years, a few researchers have examined the 20manuscriptsthatweselectedasguestcoeditors(i.e.,criterion factors that determine reviewers’ appraisal of manuscripts sampling;Onwuegbuzie&Collins,2007)fromthe70proposals submitted to journals for review for possible publication. submitted,basedonthequalityandfit(i.e.,it[potentially]pro- For example, in Gilliland and Cortina’s (1997) study, vided a compelling example of how mixed methods research 116 reviewers from five rehabilitation counseling-related informsandenhancesqualitativeresearch—consistentwithour journals completed a 63-item questionnaire design to extract call for the special issue). From the 20 sets of authors whose information on common reasons for manuscript acceptance proposals were accepted, 16 submitted full manuscripts within or rejection. These reviewers identified 13 manuscript char- the5-monthdeadlineforsubmission. acteristics that were deemed to be important determinants of Afterreceivingthesubmissions,wesoughtthreereviewsfor reviewer acceptance or rejection, which represented either eachmanuscriptaspartofaquadruple-blindpeer-reviewpro- negative influences or positive influences. Respectively, the cess (i.e., during the initial review process, [a] the peer eight negative influences were direct replications that added reviewers were not aware of author identification, [b] each little to theory development (51%); topics that present mate- author(s)wasnotawareoftheidentityofthereviewersofthe rial well outside the mainstream of the field (47%); manu- manuscript,[c]theactioneditorwasnotawareofauthoriden- scripts that represent pilot studies with little evidence of tificationatthetimethattheeditorial decisionwasmade,and generalizability (43%); manuscripts that are too lengthy [d] the action editor was not aware of the reviewers of the (36%); application of inappropriate analysis (e.g., para- manuscript at the time that the editorial decision was metric test for ordinal data; 35%); manuscripts containing made)—with the exception of the final manuscript that was only secondary analysis of data presented by others (32%); reviewedforwhichtheactioneditorwasawareoftheidentity experimental data with no control group (29%); and studies oftheauthor(s),whichyieldedatriple-blindreview.Itisnote- lacking statistical significance, whether they are based on worthy that for each manuscript, we selected at least one either new or currently popular theories (28%). Contrast- reviewer who was a recognized mixed methods research ingly, respectively, the five positive influences were manu- expert.Together,thereviewers providedtheauthorsfeedback scripts representing a new, original theory (33%); author thatwas greater thanthe sum ofthe individualreviews. analyzing interval data appropriately (29%); manuscript Across the 16 submitted manuscripts, 45 reviews of the with content of interest to the field but differing in content initialsubmissionswereobtained,whichbecamethefinalsam- from those traditionally published in the journal (23%); new pleforourMMCSstudy.Eachofthese45individualreviewers statistical methods, including data collection techniques provided her or his own feedback based on six criteria (i.e., (20%); and author’s reputation (20%). relevance,qualityofinformation,qualityofwriting,conform- However, all the studies examining factors that determine ingtoAmerican Psychological Association[APA] guidelines, reviewers’ appraisal of manuscripts submitted to journals for adherence to ethical standards, and suggestions for improve- reviewfor possible publication have involved the appraisal of ment).Oneoftheeditorsthencompiledthefeedbacktogether monomethod manuscripts that represented the quantitative and pointed out the general themes to the author while also research tradition only or the qualitative research tradition giving the authors access to the individual reviews. We were only. Indeed, to date, no studies exist examining factors that unusuallyfortunateaseditorsthatallourreviewerswererecog- determine reviewers’ appraisal of manuscripts submitted to nizedexpertsintheirfields,timelyintheircontributionstothis journals that represent the mixed methods research tradition. process,andextraordinarilyhelpfulintheirencouragementand Therefore, for this editorial, we decided to investigate these critiques. Indeed, several of our authors commented on the factors. In particular, our primary goal was to begin the con- mentoring that they received via the reviewers’ feedback, and versationamongmembersofthemixedmethodsresearchcom- we are grateful to our reviewers for providing the learning munity regarding what makes a quality review by using the experience for allofus. Onwuegbuzie and Poth 3 Table1.FrequencyandPrevalenceRatesPertainingtotheMeta-ThemesExtractedFromReviewers’CommentstoManuscriptsSubmittedfor theTwoInternationalJournalofQualitativeMethodsSpecialIssuesinMixedMethodsResearch. MixedMethodsReviewers NonmixedMethodReviewers TotalReviewers StrengthsVersus.Limitations Meta-Theme (n¼17) (n¼28) (N¼45) Limitations Lackofwarrantedness 13(76.5%) 17(60.7%) 30(66.7%) Lackofjustification 10(58.8%) 20(71.4%) 30(66.7%) Writingissues 10(58.8%) 15(53.6%) 25(55.6%) Lackoftransparency 7(41.2%) 8(28.6%) 15(33.3%) Lackofintegration 5(29.4%) 5(17.9%) 10(22.2%) Philosophicalissues 2(11.8%) 2(7.1%) 4(8.9%) Strengths Positiveinfluences 7(41.2) 15(53.6) 22(48.9%) Analysis both editions of the Handbook of Mixed Methods Research. In addition to a descriptive analysis, for the mixed methods Weconductedasequentialmixedmethodsanalysis(Onwueg- reviewers, we conducted a correspondence analysis to factor buzie & Teddlie, 2003) to analyze the data. This analysis the meta-themes with their associations in at least a two- involved us conducting a qualitative analysis followed by a dimensional map (Onwuegbuzie, Leech, Dickinson, & Zoran, quantitative analysis. Specifically, we used constant compari- 2010). A correspondence analysis is a multivariate and visual son analysis (Glaser, 1965) to analyze qualitatively all of the technique for conducting a quantitative analysis of emergent reviewers’comments.Thisanalysisinvolvedcodingchunksof themesormeta-themes(Michailidis,2007).Onwuegbuzieand words,byeachreviewer,intomeaningfulunitsofwords,phrases, Combs (2010) referred to a correspondence analysis as repre- sentences,orparagraphsthatdescribedthecontentsoftheseg- senting a crossover mixed analysis, whereby we usedthe anal- mented data. These codes represented the underlying themes ysis types associated with one tradition (i.e., quantitative withineachmeta-theme,whichwereidentifiedaposteriori(Con- analysis: descriptive analysis and correspondence analysis) to stas,1992).Ourcodesandlocusoftypology(i.e.,theme)devel- analyzedataassociatedwithadifferenttradition(i.e.,qualitative opment were investigative, arising from our own constructions data:emergentmeta-themes).WeusedQDAMiner4.1.23(Pro- (Constas,1992).Afterthecodingprocess,wetransformedboth valisResearch,2015)toconductourcorrespondenceanalysis. the meta-themes and themes into numerical data that could be analyzedqualitatively—aprocessknownasquantitizing(Miles Results & Huberman, 1994; Onwuegbuzie & Teddlie, 2003; Sande- lowski,Voils,&Knafl,2009;Tashakkori&Teddlie,1998). Ideally, consistent with our qualitative dominant MMCS Oncewe hadquantitized thedata,we conductedadescrip- design, in our results section, we had intended to present an tiveanalysisofthequantitizedmeta-themesandthemes,which array of rich quotations directly from the voices of the involved determining the frequency (i.e., by counting the reviewers.However,duetoourveryshorttimeframeforwrit- number of reviewers who contributed to each theme and ingoureditorial,wedidnothavetimetoobtainthepermission meta-theme)andprevalencerates(i.e.,bydeterminingthepro- ofall45reviewersaswellasfromallthe16setsofauthorsto portionofreviewerswhocontributedtoeachthemeandmeta- include these quotations. Also, each quotation that we would theme),forthefullsetofreviewers(i.e.,n¼45)aswellasfor have provided likely would have revealed the identity of the thereviewerswhohadmixedmethodsresearchexpertise(i.e., manuscripttowhichwewerereferringto.Andwedidnotwant mixedmethodsreviewers;n¼17)andthereviewerswhodid togiveanyimpressionthatweweresinglingoutanyparticular nothavemixedmethodsresearchexpertisebutwhohadexper- set of authors for criticism. Thus, in providing the following tiseinotherareassuchasinquantitativeresearchorqualitative findings, we have omitted the quotations that were present in research(i.e.,nonmixedmethodsreviewers;n¼28).Notably, earlierdraftsofthiseditorial.However,afterwehaveobtained all our mixed methods reviewers were leading mixed metho- permission from the reviewers and authors, we do intend to dologistsinthefieldwith(a)onaverage,thesereviewershav- present these quotations in a follow-up work such that ing more than 16 years of academic experience (i.e., M ¼ reviewers can hear the voices of the reviewers and have a 16.47, SD ¼ 12.24); (b) slightly more than one half of them sampleofthequalityofthereviewsthatwereceived,forwhich (52.9%) beginning their careers as mixed methodologists we areso appreciative. beforethepublicationofthelandmarkfirsteditionoftheHand- book of Mixed Methods Research (Tashakkori & Teddlie, Meta-Themes That Represented a Limitation 2003); (c) nearly one third of them (i.e., 29.4%) being authors/coauthors of mixed methods research textbooks; The constant comparison analysis yielded the following six (d) nearly one half of them (i.e., 47.1%) being authors/coau- meta-themesthateachrepresentedalimitationofoneormore thors of methodology (i.e., quantitative, qualitative, and/or ofthe16manuscripts:lackofwarrantedness,lackofjustifica- mixed research) textbooks; and (e) nearly one half of them tion, writing issues, lack of transparency, lack of integration, (i.e., 47.1%) being authors/coauthors of a chapter in one or and philosophical issues. Each of these meta-themes will be 4 International Journal of Qualitative Methods Both Empirical and Conceptual/Theoretical Lack of Integration /Methodological Manuscripts M E M M E Lack of Justification E E M M M Both Empirical and E Conceptual/Theoretical /Methodological M M M Writing Issues Manuscripts Philosophical Issues Lack of All Empirical Warrantedness Manuscripts E All E E Conceptual/Theoretical /Methodological Lack of Manuscripts Transparency Figure1.Correspondenceanalysisplotofthesixemergentmeta-themesassociatedwithlimitationsasafunctionofgenreofmanuscript. E¼empiricalmanuscript;M¼conceptual/theoretical/methodologicalmanuscript. described in subsequent sections. Table 1 displays the fre- empirical manuscripts. Finally, the lack of integration, lack quency and prevalence rates pertaining to the meta-themes of justification, and writing issues meta-themes were repre- extracted from the reviewers’ comments to the 45 submitted sented by both conceptual/theoretical/methodological manu- manuscripts for all reviewers and as a function of type of scripts andempirical manuscripts. reviewer. It can be seen from this table that for the mixed methods reviewers, lack of warrantedness was the most pre- Meta-theme 1: Lack of warrantedness. This meta-theme, repre- valentmeta-theme,withslightlymorethanthreequarters(i.e., senting the most prevalent meta-theme, echoes the reporting 76.5%) of these reviewers being classified under this meta- criteriaasdescribedintheseminaldocumentdevelopedbythe theme. That is, mixed methods reviewers were more likely to Task Force on Reporting of Research Methods in American provide a criticism of a manuscript that was classified as rep- Educational Research Association (AERA) Publications and resentinglackofwarrantednessthananyothermeta-theme.In adoptedbytheAERACouncilin2006,whereinitisstipulated contrast, for the nonmixed methods reviewers, lack of justifi- that reports of empirical research should be warranted inas- cationwasthemostprevalentmeta-theme,withmorethantwo much as adequate evidence should be provided to justify the thirds (i.e., 71.4%) of these reviewers being classified under resultsandconclusions(AmericanEducationalResearchAsso- thismeta-theme. ciation[AERA],2006).Thus,thelackofwarrantednessmeta- Figure 1 illustrates the reviews of the 17 mixed methods theme refers to any criticism made by a reviewer regarding reviewersmapped,viacorrespondenceanalysis,ontothespace inappropriate, inadequate, or missing evidence. This meta- thatdisplaysthesixemergentmeta-themes.Thisfigureshows theme contained the following seven themes: (a) lack of evi- how the reviews of the mixed methods reviewers related to dence, (b) insufficient findings, (c) old/inadequate sources each other in regard to these six meta-themes. In particular, used, (d) lack ofdefinition, (e) no/inadequate reference tothe the lack of warrantedness and philosophical issues meta- most recent mixed methods research literature, (f) reference themes exclusively were represented by conceptual, theoreti- listerrors,and(g)citationerrors.Thelackofevidencetheme cal, or methodological manuscripts. In contrast, the lack of referstotheauthormakingastatementanywhereinthemanu- transparency meta-theme exclusively was represented by scriptthatwasclearlybiased,overlyjudgmental,nonscholarly, Onwuegbuzie and Poth 5 or the like, or, even if the statement was reasonable, lacked Table2.Meta-Theme1:LackofWarrantedness:ThemesExtracted citations.Theinsufficientfindingstheme,asthetermsuggests, FromReviewers’Comments. arosewhentheauthoromittedoneormoreimportantfindings Mixed Nonmixed that were needed to address one or more research questions Methods Method Total and/ortotestoneormorehypotheses,oroneormorefindings Reviewers Reviewers Reviewers that were presented lack sufficient depth. The old/inadequate Theme (n¼17) (n¼28) (N¼45) sourcesusedthemeimpliesthatcitationswereprovided;how- Lackofevidence 7(41.2%) 9(32.1%) 16(35.6%) ever,asignificantproportionofthemwereeitherdatedorwere Insufficientfindings 4(23.5%) 7(25.0%) 11(24.4%) not appropriate for the claim made. The lack of definition Old/inadequatesourcesused 4(23.5%) 5(17.9%) 9(20.0%) theme means that one or more terms were introduced without Lackofdefinition 6(35.3%) 3(10.7%) 9(20.0%) anydefinitionand/orexplanation.Theno/inadequatereference No/inadequatereferenceto 4(23.5%) 2(7.1%) 6(13.3%) to the most recent mixed methods research literature theme themostrecentmixed occurred when the author did not provide the most up-to-date methodsresearch citation(s)fromthemixedmethodsresearchliteratureatoneor literature Referencelisterrors 3(17.6%) 2(7.1%) 5(11.1%) moreofthe12components ofaprimary researchreport iden- Citationerrors 1(5.9%) 1(3.6%) 2(4.4%) tified by Onwuegbuzie and Frels (2016): problem statement, literature review, theoretical/conceptual framework, research question(s), hypotheses, participants, instruments, procedures, errors. Thus, citation errors are not only errors that ethically analyses, interpretation of the findings, directions for future mustbeavoided,butalsotheirpresenceispredictive ofunsa- research, and implications for the field. The reference list tisfactory manuscripts tosomedegree. errors theme occurred when the author provided one or more Table 2 displays the frequency and prevalence rates of referencesinthereferencelistthatcontainedanerrorofomis- themes pertaining to the lack of warrantedness meta-theme sionorcommission. And, asnoted byAPA] (2010, p.180), themesextractedfromthereviewers’commentstothe45sub- mittedmanuscriptsforallreviewers,andasafunctionoftype Becauseonepurposeoflistingreferencesistoenablereadersto of reviewer. It can be seen from this table that the lack of retrieveandusethesources,referencedatamustbecorrectand evidencethemewasthemostprevalentforbothmixedmethods complete .... Authors are responsible for all information in reviewers andnonmixed methodsreviewers. theirreferencelists.Accuratelypreparedreferenceshelpestab- lishyourcredibilityasacarefulresearcher. Meta-theme 2: Lack of justification. This meta-theme was perti- Unfortunately, reference list errors are rampant among nentwhentheauthordidnotmakecleartheimportanceofthe authors, with authors committing more than 12 reference list study in some way. This meta-theme contained the following errors per manuscript, on average (Onwuegbuzie, Hwang, six themes: (a) Underdeveloped, (b) Lack of significance, Frels, & Slate, 2011). Yet, manuscripts that contain more ref- (c)Didnotadvancequalitativeresearch,(d)Didnotadvance erence list errors than this average are statistically and practi- mixedmethodsresearch,(e)Lackofrationale,and(f)Lackof cally (Cohen’s [1988] d¼ 0.83)significantly less likelytobe purpose statement. The underdeveloped theme refers to a acceptedforpublicationthanaremanuscriptswithmuchfewer manuscriptcontainingaconceptual,theoretical,ormethodolo- reference list errors than this average (Onwuegbuzie et al., gicalessaywhereintheunderlyingassumptions,ideas,beliefs, 2011). propositions,theories,schemas,models,hypotheses,orthelike Finally,thecitationerrorsthemereflectsafailure‘‘tomake havenotbeenexplicatedsufficiently.Or,inthecaseofamixed certainthateachsourcereferencedappearsinbothplaces[text methodsresearchstudy,thisthemeimpliesthatoneormoreof and reference list] and that the text citation and reference list theelementsoftheinquiry(e.g.,conceptualframework,theo- entryareidenticalinspellingofauthornamesandyear’’;APA, retical framework) have not been discussed sufficiently. 2010, p. 174). Disturbingly, citation errors are rampant in Whereassomereviewerspointedtoelementsofthemanuscript manuscripts of all genres—with as many as 91.8% of authors thatwereunderdeveloped,insomecases,thewholemanuscript committingoneormorecitationerrors(Onwuegbuzie,Frels,& was described as being underdeveloped, with the reviewer Slate,2010).Interestingly,Onwuegbuzie,Waytowich,andJiao usingawordlike‘‘superficiality.’’Inmanyinstanceshere,the (2006)reportedthatmanuscriptssubmittedtotheResearchin reviewer criticized the manuscript for not being true to the theSchoolsjournalthatcontainmorethanthreecitationerrors special issue theme of enhancing qualitative research through areapproximately4timesmorelikely(oddsratio¼4.01;95% mixedmethods.Thelackofsignificancethemearosewhenthe confidence interval ¼ 1.22, 13.17) to be rejected than are author did not make clear the (educational) significance of manuscripts with three or less citation errors. Consistent with the study or the conceptual/theoretical/methodological essay. thisfinding,Onwuegbuzie,Frels,etal.(2010)documentedthat The did not advance qualitative research theme was particu- manuscriptswithmorecitationerrorsarestatisticallyandprac- larlypertinentforthissetofmanuscriptsbecausethethemeof tically(Cohen’s[1988]d¼0.45)significantlylesslikelytobe the special issue was ‘‘How mixed methods informs and acceptedforpublicationthanaremanuscriptswithlesscitation enhancesqualitativeresearch.’’Similartothedidnotadvance 6 International Journal of Qualitative Methods Table3.Meta-Theme2:LackofJustification:ThemesExtractedFrom That is, the rationale, purpose statement, research questions, Reviewers’Comments. and educational significance, respectively, were not presented at the end of the introduction section—after the literature Nonmixed reviewsection—suchthatintheintroductionsection,theliter- MixedMethods Method Total Reviewers Reviewers Reviewers aturereviewidentifiedtheknowledgebase,therationaleiden- Theme (n¼17) (n¼28%) (N¼45%) tified a significant gap in the literature, and the purpose statement delineated how the author(s) attempted to fill this Underdeveloped 7(41.2%) 14(50.0%) 21(46.7%) gap. Alternatively, the author could have presented the ratio- Lackofsignificance 2(11.8%) 8(28.6%) 10(22.2%) nale, purpose statement, and research questions, respectively, Didnotadvance 4(23.5%) 4(14.3%) 8(17.8%) early on in the introduction section (e.g., first or second para- qualitativeresearch Didnotadvance 5(29.4%) 3(10.7%) 8(17.8%) graph). This would be followed by a section entitled such as mixedmethods ‘‘ReviewoftheRelatedLiterature,’’whichcontainedtheliter- research ature review, theoretical framework, and educational signifi- Lackofrationale 1(5.9%) 5(17.9%) 6(13.3%) cance. In any case, the author’s lack of structure adversely Lackofpurpose 0(0%) 2(7.1%) 2(4.4%) affected the flow of the manuscript as well as the ease with statement which the logic of the article could be followed. That is, this lackofstructurepreventedtheintroductionsectionfromflow- inginamaximalway.Withrespecttothemethodsection,the qualitativeresearchtheme,theDidnotadvancemixedmethods author who was criticized did not use the standard partici- research occurred when the value added for conducting a pants—instruments—procedure—analysis format. mixed methods research study over a monomethod research Therepetitiontheme,asitslabelsuggests,cametothefore studywas notapparent. whentheauthorunnecessarilyrepeatedinformationatvarious Thelackofrationalethemeoccurredwhenauthorsdidnot pointsofthemanuscript.Theinappropriatewordusagetheme providearationaleeitherfortheirstudyorfortheirconceptual/ occurred when the author used an inappropriate word to theoretical/methodological essay. With respect to empirical describe a concept. One example of this was an author mista- studies, criticism associated with this theme also arose when kenly using the words ‘‘methodology’’ and ‘‘method’’ inter- the author did not provide a rationale for mixing. Finally, the changeably. Yet, these terms are very different. Whereas a lackofpurposestatementthemeoccurredwhenauthorsdidnot methodology can be defined as a broad approach to scientific specifythepurposeeitheroftheirstudyoroftheirconceptual/ inquiry with general preferences for certain types of designs, theoretical/methodological essay. Table 3 displays the fre- sampling logic, analytical strategies, and so forth, methods quency and prevalence rates of themes pertaining to the lack include specific strategies andprocedures for research design, ofjustificationmeta-themeextractedfromthereviewers’com- sampling, datacollection, analysis, and thelike. mentstothe45submittedmanuscriptsforallreviewers,andas Finally, the lack of transitions theme occurred when the afunctionoftypeofreviewer.Itcanbeseenfromthistablethat authordidnotadequatelylinksentences.Inparticular,inthese theundeveloped themewas themost prevalent. instances, the author did not use link words to make these connections. Yet, link words/phrases are very useful for con- Meta-theme3:Writingissues.Thismetatheme,whichpertainsto necting ideas and, hence, for connecting sentences and para- thequalityandeffectivenessoftheauthors’writing,contained graphs. Interestingly, analyzing manuscripts that were the following six themes: (a) Lack of clarity, (b) Lack of con- submittedovera3-yearperiod(i.e.,2011–2014)tothejournal sistency,(c)Lackofstructure,(d)Repetition,(e)Inappropriate Research in the Schools (RITS), for which one of the special wordusage,and(f)Lackoftransitions.Specifically,comments issueeditorsservesasaneditor,viatheuseofQDAMiner4.1 relating tolack ofclarity occurred whenone ormore sections and WordStat 6.0, Onwuegbuzie (2016) documented that the of the manuscript was not clearly written. Also adversely dimension labeled as add information/provide similarity was impactingtheclarityofthemanuscriptwaslackofconsistency, the most commonly used (by 71.6% of authors), followed by which, interestingly, was only pointed out by the nonmixed thedimensionlabelednarration(by60.8%ofauthors),andthe methodsreviewers(i.e.,n¼5).Thisthemewasapparentwhen dimension labeled sequence previous ideas (also 60.8% fre- thereweretwoormorestatementsthatcontradictedeachother. quency). The remaining nine dimensions were used by less For instance, one author presented information in the abstract than 50% of the authors. The three most common link words, that was not consistent with information provided in the body respectively,werefinally(52.7%),similarly(52.7%),andaddi- ofthemanuscript. Interms ofthe lackofstructure theme,the tionally (51.4%). All other link words/phrases were used by reviewer making this observation tended to criticize the one third of the authors or less. Even more compelling was author’s introduction section and/or method section. With Onwuegbuzie and Frels’s (2016) finding that the following regardtotheintroductionsection,theauthorwhowascriticized dimensions statistically significantly and practically signifi- did not use the following standard format: literature review— cantly predicted whether or not a manuscript was rejected by theoretical framework—rationale—purpose statement— the editor: add information/provide similarity, narration, and research questions—hypothesis—educational significance. provide an emphasis. More specifically, manuscripts that Onwuegbuzie and Poth 7 Table 4. Meta-Theme 3: Writing Issues: Themes Extracted From average of 12.6 in pharmacology/toxicology to an average of Reviewers’Comments. 25.6 in mathematics, all fell into the very difficult range or college grade level (i.e., 1–30), the highest level of text MixedMethods NonmixedMethod Total difficulty. Reviewers Reviewers Reviewers Theme (n¼17) (n¼28) (N¼45) Metoyer-Duran (1993) examined whether readability esti- mates differed significantly among published, accepted, and Lackofclarity 9(52.9%) 7(25.0%) 16(35.6%) rejectedmanuscriptsandabstractsfromCollegeandResearch Lackofconsistency 0(0%) 5(17.9%) 5(11.1%) Librariesduringthe1990–1991period.Thisresearcherascer- Lackofstructure 0(0%) 2(7.1%) 2(4.4%) tained that the readability estimates of manuscripts accepted Repetition 1(5.9%) 1(3.6%) 2(4.4%) forpublicationweresignificantlydifferentfromthereadability Inappropriate 1(5.9%) 1(3.6%) 2(2.2%) wordusage estimatesofmanuscriptsrejectedforpublication.Forexample, Lackoftransitions 1(5.9%) 1(3.6%) 2(2.2%) themeanFleschREscorewas28.04foracceptedmanuscripts (i.e., within the 1–30 range) and 30.77 (i.e., outside the 1–30 range) for rejected manuscripts. Thus, manuscripts that were contained one ormore link words/phrases thatwere classified acceptedforpublicationcontainedtextthatwasmoredifficult as add information/provide similarity were 1.75 (95% confi- than was the text in manuscripts that were rejected. The find- denceinterval[CI]¼1.09,2.79)timeslesslikelytoberejected ingsofOnwuegbuzieetal.(2013),Gazni(2011),andMetoyer- thanweretheircounterparts,manuscriptsthatcontainedoneor Duran (1993)regarding the predictability of thereadability of morelinkwords/phrasesthatwereclassifiedasnarrationwere manuscripts make the writing issues meta-theme particularly 1.32(95%CI¼1.01,2.31)timeslesslikelytoberejectedthan noteworthy. weretheircounterparts,andmanuscriptsthatcontainedoneor more link words/phrases that were classified as provide an Meta-theme 4: Lack of transparency. This meta-theme also emphasis were 1.75 (95% CI ¼ 1.07, 2.86) times less likely echoes the reporting criteria as described by the authors of toberejectedthanweretheircounterparts.Table4displaysthe AERA’s(2006)seminaldocument,whereinitisstipulatedthat frequency and prevalence rates of themes pertaining to the reports of empirical research should be transparent inasmuch writingissuesmeta-themeextractedfromthereviewers’com- as reporting should make explicit the logic of inquiry and mentstothe45submittedmanuscriptsforallreviewers,andas activities that led from the development of the initial interest, afunctionoftypeofreviewer.Itcanbeseenfromthistablethat topic, problem, or research question; through the definition, thelack ofclarity theme wasbyfar the mostprevalent. collection, and analysis of data or empirical evidence; to the Thesixthemesrepresentingthewritingissuesmeta-theme, articulated outcomes of the study (AERA, 2006, p. 33). each play a role in adversely affecting the readability of a According to the standards, alongside being warranted, manuscript.Interestingly,Onwuegbuzie,Mallette,Hwang,and ‘‘Reporting that takes these principles into account permits Slate(2013)providedevidencethatreadabilityplaysanimpor- scholarstounderstandoneanother’swork,preparesthatwork tant role with regard to the quality of manuscripts. Using the for public scrutiny, and enables others to use that work’’ Flesch Reading Ease (RE) and Flesch-Kincaid Grade Level (AERA, 2006, p. 33). In the context of the IJQM reviewers, (GL)—two commonly used and easily accessible (e.g., via the lack of transparency meta-theme refers to any criticism MicrosoftWord)readabilityformulas,amongmanyotherfind- made by a reviewer regarding missing information about the ings,Onwuegbuzieetal.(2013)observedthat(a)manuscripts methodsusedsuchaslackofinformationregardingthesample with Flesch RE scores between 0 and 30 are 1.64 more times size, sampling scheme, research design, elements of the data lesslikely tobe rejected than aremanuscripts with Flesch RE collection process, and/or the analysis process. This meta- scores greater than 30, and (b) manuscripts with Flesch- themecontainedthefollowingsixthemes:(a)insufficientpro- Kincaid GL scores of 16 and above are 4.55 times less likely cedures, (b) lack of sampling clarity, (c) lack of conclusion, to be rejected than are manuscripts with Flesch-Kincaid GL (d) insufficient explanation of analysis, (e) poor discussion of scores less than 16. Interestingly, with regard to the Flesch table/figure, and (f) did not provide directions for future RE scores, the findings of Gazni (2011) and Metoyer-Duran research. Specifically, comments relating to insufficient pro- (1993) were remarkably consistent with those results reported cedurestheme,asthelabelsuggests,occurredwhentheauthor by Onwuegbuzie et al. (2013). Specifically, Gazni (2011) did not provide adequate procedural information for the examined the relationship between readability estimates (i.e., reviewer to assess what had been undertaken. Similarly, the Flesch RE scores of abstracts only) and citation rates for arti- lackofsamplingclaritythemeemergedwhentheauthorfailed cles published between 2000 and 2009 from the five institu- toprovidesufficientinformationregardingthesamplesizeand tions(e.g.,Harvard)thatsecurethelargestnumberofcitations. samplingschemeforallphasesofthemixedmethodsresearch Basedonananalysisofapproximately260,000abstracts,span- study(i.e.,typeofrandomsamplingscheme[e.g.,simpleran- ning 22 disciplines, Gazni derived a statistically significant, dom sampling] or type of purposive sampling scheme [e.g., negativerelationshipbetweentextdifficultyandcitationrates; convenience sampling, criterion sampling]; see, for e.g. inotherwords,themoredifficultthetext,themoreitwascited. Collins, Onwuegbuzie, & Jiao, 2007; Kemper, Stringfield, & Additionally, the Flesch RE scores, which ranged from an Teddlie, 2003; Onwuegbuzie & Collins, 2007; Teddlie & Yu, 8 International Journal of Qualitative Methods Table 5. Meta-Theme 4: Lack of Transparency: Themes Extracted models)toframetheirstudies.Eachofthemorethan40books FromReviewers’Comments. publishedonmixedmethodsresearchhasauniqueframework that could have been used by the authors, as do numerous Nonmixed journalarticlesandbookchapters.Forexample,betweenthem, MixedMethods Method Total Reviewers Reviewers Reviewers the first edition (Tashakkori & Teddlie, 2003) and the second Theme (n¼17) (n¼28) (N¼45) edition (Tashakkori & Teddlie, 2010) of the Handbook of Mixed Methods Research contained typologies for several Insufficientprocedures 2(11.8%) 4(14.3%) 6(13.3%) stages of the mixed methods research process, including the Lackofsamplingclarity 1(5.9%) 3(10.7%) 4(8.9%) purpose (Newman, Ridenour, Newman, & DeMarco, 2003), Lackofconclusion 4(23.5%) 0(0%) 4(8.9%) research questions (Plano Clark & Badiee, 2010), research Insufficientexplanationof 1(5.9%) 1(3.6%) 2(4.4%) analysis design (e.g., Nastasi, Hitchcock, & Brown, 2010), and data Poordiscussionoftable/ 0(0%) 1(3.6%) 1(2.2%) analysis(e.g.,Onwuegbuzie&Combs,2010).Yet,theauthors figure who were flagged by the reviewers did not use any of these Didnotprovidedirections 1(5.9%) 0(0%) 1(2.2%) frameworks. Nor did they develop their own framework. Fur- forfutureresearch ther, three sets of authors’ manuscripts contained a lack of validity/legitimation discussion about their findings, despite the fact that there are several mixed methods-based validity/ 2007)and/ortherelationshipbetweenthequantitativeandqua- legitimation frameworks in existence. Indeed, Heyvaert, litativesamples(i.e.,mixedsamplingdesign;Onwuegbuzie& Hannes, Maes, and Onghena (2013) identified the following Collins,2007). The lackof conclusion theme, which, interest- 13 validity frameworks that they called critical appraisal fra- ingly, was only pointed out by the mixed methods reviewers meworks (CAFs): Alborz and McNally (2004); Bryman, (i.e.,n¼4),arosewhenanauthordidnotprovideaconclusion Becker,andSempik(2008);CaracelliandRiggin(1994);Cres- totheirstudyortotheirconceptual/theoretical/methodological wellandPlanoClark(2007;seealsoCreswell&PlanoClark, essay.Onthetwooccasionswhenreviewerscriticizedamanu- 2011);DellingerandLeech(2007);Dyba,Dingsøyr,andHans- scriptascontaininganinsufficientexplanationofanalysis,the sen (2007); Greene (2007); O’Cathain, Murphy, and Nicholl authorsmadeonlyscantmentionoftheanalysisused.Assuch, (2008); Onwuegbuzie and Johnson (2006); Pluye, Gagnon, it was not possible for these reviewers to assess the appropri- Griffiths, and Johnson-Lafleur, (2009); Pluye, Grad, Duni- atenessoftheanalysistechniquesused.Oneoftheauthorsdid kowski, and Stephenson (2005); Sale and Brazil (2004); and notevenrefertothetablesandfigures,letalonediscussthem, TeddlieandTashakkori(2009).Fromthese13CAFs,Heyvaert therebyleavingitforthereaderstointerpretthesevisualrepre- et al. (2013) generated the following 13 headings that group sentations purely by themselves, which, in turn, affected the similarcriteria:criteriaforqualitativepartofthestudy;criteria clarity of the results that were presented. Thus, this error of for quantitative part of the study; criteria for mixing and inte- omissionwasclassifiedunderthepoordiscussionoftable/fig- grationofmethods;rationaleformixingmethodsstated;theo- uretheme.AsnotedbytheauthorsofAPA(2010),‘‘Inthetext, retical framework; research aims and questions; design; refertoeverytableandtellthereaderwhattolookfor.Discuss samplinganddatacollection;dataanalysis;interpretation,con- only the table’s highlights...’’ (p. 130). Finally, the did not clusions, inferences, and implications; context; impact of provide directions for future research theme, which arose on investigator; and transparency. This points to the lack of gen- oneoccasion,emergedwhentheauthordidnotprovidereaders eral awareness ofqualitycriteria formixed methods research. withanyrecommendationsforfollow-upstudiesinthediscus- Theinappropriateresearchdesigntheme,asthelabelsug- sion section. Table 5 displays the frequency and prevalence gests, reflects the two sets of authors who did not specify a rates of themes pertaining to the lack of transparency meta- design that was consistent or compatible with the underlying theme extracted from the reviewers’ comments to the 45 sub- researchquestionsandproceduresused.Incontrast,thelackof mittedmanuscriptsforallreviewersandasafunctionoftypeof application theme referred to a conceptual essay in which the reviewer. authorsdidnotillustratetheapplicationsorimplementationof theframeworkused.Finally,thelackoflinkingresearchques- Meta-theme 5: Lack of integration. This meta-theme was perti- tion(s)toresearchdesignthemerepresentsasetofauthorswho nentwhentheauthordidnot(sufficiently) integratethequan- didnotshowtheconnectionbetweentheresearchquestionand titative and qualitative components but, instead, presented the selectedresearchdesign—forexample,asoutlinedbyOnwueg- quantitative and qualitative components ina separate manner. buzie and Leech (2006) and Plano Clark and Badiee (2010). Thismeta-themecontainedthefollowingfivethemes:(a)lack Table 6 displays the frequency and prevalence rates of themes of mixed methods framework, (b) lack of validity/legitimation pertainingtothelackofintegrationmeta-themeextractedfrom discussion,(c)inappropriateresearchdesign,(d)lackofappli- thereviewers’commentstothe45submittedmanuscriptsforall cation,and(e)lackoflinkingresearchquestion(s)toresearch reviewersandasafunctionofthetypeofreviewer. design.Thelackofmixedmethodsframeworkthemedealtwith theauthornotusingoneofthenumerousexistingmixedmeth- Meta-theme 6: Philosophical issues. This meta-theme was perti- ods research frameworks (e.g., designs, typologies, and nent when the author did not (adequately) discuss the Onwuegbuzie and Poth 9 Table6.Meta-Theme5:LackofIntegration:ThemesExtractedFrom Table 7. Meta-Theme 6: Philosophical Issues: Themes Extracted Reviewers’Comments. FromReviewers’Comments. Mixed Nonmixed Nonmixed Methods Method Total MixedMethods Method Total Reviewers Reviewers Reviewers Reviewers Reviewers Reviewers Theme (n¼17) (n¼28) (N¼45) Theme (n¼17) (n¼28) (N¼45) Lackofmixedmethods 4(23.5%) 2(7.1%) 6(13.3%) Mislabelingofphilosophy 1(5.9%) 2(7.1%) 3(6.7%) framework Noclearspecificationof 2(11.8%) 1(3.6%) 3(6.7%) Lackofvalidity/legitimation 0(0%) 3(10.7%) 3(6.7%) self-philosophy discussion Inappropriateresearchdesign 1(5.9%) 1(3.6%) 2(4.4%) Lackofapplication 1(5.9%) 0(0%) 1(2.2%) Table 8. Meta-Theme 7: Strengths: Themes Extracted From Lackoflinkingresearch 0(0%) 1(3.6%) 1(2.2%) Reviewers’Comments. question(s)toresearchdesign Nonmixed MixedMethods Method Total Reviewers Reviewers Reviewers underlying research philosophy. This meta-theme contained Theme (n¼17) (n¼28) (N¼45) the following two themes: (a) mislabeling of philosophy and (b)noclearspecificationofself-philosophy.Themislabelingof Clearwriting 6(35.3%) 9(32.1%) 15(33.3%) philosophy theme refers to the author not showing adequate Enhancequalitativeresearch 3(17.6%) 1(3.6%) 4(8.9%) knowledge and understanding of the underlying research phi- Usefulframework 1(5.9%) 3(10.7%) 4(8.9%) Wellgrounded 1(5.9%) 3(10.7%) 4(8.9%) losophy.Indeed,onereviewernotedtotheauthorthatheorshe Significant 0(0%) 3(10.7%) 3(6.7%) ortheyclearlylackedknowledgeofmentalmodelsassociated Evidenceprovided 1(5.9%) 0(0%) 1(2.2%) withmixedmethodsresearch.Anotherauthorwascriticizedfor Identificationofappropriate 0(0%) 1(3.6%) 1(2.2%) use of the term ‘‘positivism’’ instead of ‘‘postpositivism.’’ philosophy Now, there are two major types of positivism: (a) classical Thoroughanalysis 0(0%) 1(3.6%) 1(2.2%) positivism, which was introduced by Auguste Comte (French Welldesigned 0(0%) 1(3.6%) 1(2.2%) philosopher)and(b)logicalpositivism,whichoriginatedinthe Creative 1(5.9%) 0(0%) 1(2.2%) ViennaCircle,agroupofEuropeanscholars,duringthe1920s and1930s.AsstatedbyYu(2003,p.9),‘‘Whenmanyauthors Thenoclearspecificationofself-philosophythemecameto discusstherelationshipbetweenpositivismandresearchmeth- theforewhenthereviewercriticizedtheauthor(s)fornotmak- odology,thecontextissituatedinlogicalpositivismratherthan ingclearher orhisortheir ownresearchphilosophy.Another classical positivism.’’ According to Yu (2003), classical posi- criticismfallingunderthisthemewastheauthor(s)providinga tivismrepresentsasinglemovement,characterizedbyaphilo- researchphilosophythatcontradictedotherstatementsmadein sophythatscientificinquiryshouldbeempirical,whichyielded the manuscript. The third and final criticism surrounded the antirealism and instrumentalism. In contrast, Hacking (1983) author(s) seemingly unwittingly shifting her or his or their identifiedthefollowingsixmajorthemesoflogicalpositivism: philosophicalpositionduringthemanuscript.Table7displays (a)emphasisonverification,(b)proobservation,(c)anticause, thefrequencyandprevalenceratesofthemespertainingtothe (d) downplaying explanation, (e) antitheoretical entities, and philosophicalissuesmeta-themeextractedfromthereviewers’ (f) antimeta-physics. Indeed, logical positivism was discre- comments to the 45 submitted manuscripts for all reviewers dited as a viable research philosophy after the Second andasa functionoftype ofreviewer. World War. Thus, when authors refer to logical positivists, it is very likely that this reference represents a mischarac- Meta-Themes That Represented a Strength terization of contemporary quantitative researchers—as was the case here. Rather, a significant proportion of quantita- The constant comparison analysis also yielded 10 themes that tive researchers has postpositivistic leanings, whose ontol- each represented a strength of the manuscripts: clear writing, ogy (i.e., nature of reality) is that understanding of reality is enhance qualitative research, useful framework, well constructed; epistemology (i.e., nature of knowing) is that grounded, significant, evidence provided, identification of findings are probably objectively obtained using primarily appropriatephilosophy,thoroughanalysis,welldesigned,and quantitative methods; axiology (i.e., role of values in creative.Becauseallofthesethemesrepresenttheoppositeof inquiry) is that research is influenced by values of research- one of the themes (i.e., what we call a theme antonym) dis- ers; rhetoric (i.e., language of research) is that a formal cussed in previous sections—for example, the enhance quali- writing style using an impersonal voice predominates; and tative research theme represents the opposite of the did not methodology (i.e., process of research) that stems from a advancequalitativeresearchthemeunderthelackofjustifica- deductive logic in which research is influenced by theory/ tion meta-theme—we assume that these 10 strengths-based hypothesis (cf. Johnson & Onwuegbuzie, 2004). themes are self-explanatory and do not need further 10 International Journal of Qualitative Methods explication. Table 8 displays the frequency and prevalence lack of warrantedness (i.e., containing 7 themes), lack of rates pertaining to the themes extracted from the reviewers’ justification (i.e., containing 6 themes), writing issues (i.e., comments to the 45 submitted manuscripts for all reviewers containing 6 themes), lack of transparency (i.e., containing andasafunctionoftypeofreviewer.Itcanbeseenfromthis 6themes),lackofintegration(i.e.,containing5themes),and tablethatclarityinwritingwasbyfarthemostcommonreason philosophicalissues(i.e.,containing2themes).Theutilityof for a manuscript receiving praise, just as it yielded a very thisfindingisthatthesesixmeta-themesandtheirassociated commonreasonforamanuscripttobecriticizedifthisclarity 32themesmaybeusedtoinformreviewersheetsthatcontain wasabsent. criteria used by reviewers to assess mixed methods research manuscriptssubmittedtojournalsforreviewforpossiblepub- lication. This emergent thematic structure could lead to the Discussion development of up to 32 assessment items for reviewers of mixed methods research manuscripts such as the reviewer Learningtoreviewjournalmanuscriptsrepresentsaself-guided sheet that we have developed from this structure and have journey, typically involving minimal mentoring and support, presented in the appendices (see Appendix A for partial withlittleornoexplicitguidelines(Lu,2012).Despitethefact reviewer sheet and Appendix B for a list of the 32 items). that a significant proportion of academic faculty members for- It can be seen from this reviewer sheet that all 32 items are mally review journal manuscripts, and despite the increasing stated in a positive direction as a means of rewarding bodyofliteraturedescribingaspectsofthepeer-reviewprocess, authors for containing these elements (i.e., positive reinfor- itissurprisingthatfewstandardsandcriteriahaveemergedthat cement) rather than penalizing authors for omitting these characterize an optimal review. Consistent with our assertion components (i.e., punishment). We believe that this here,Lu(2012)madethefollowingobservation: reviewer sheet not only is potentially useful for reviewers by providing them with explicit items that characterize a ‘What a good review is’ is not an easy question to answer, quality manuscript to evaluate as well as for their editors considering in the literature there is a lack of clarity among who, subsequently, would be the recipients of quality scholars in articulating ‘what high-quality or good research reviews but also is potentially useful for authors of mixed might be’. As a management journal editor claimed, peer methods research manuscripts by providing them with expli- review is inherently subjective because judgements about cit guidelines for developing these manuscripts. Further, we knowledge are filtered through a personal lens, which ‘alters believe that such a reviewer sheet would be helpful for individualreferees’understandingandshapestheirthinkingin college-level instructors of mixed methods research courses, an idiosyncratic fashion’. However, we know only snippets mentors, advisors, thesis/dissertation chairs/supervisors and about quality judgements; for example, there is high agree- ment between reviewers when it comes to rejection and in other committee members, as well as authors of future mixed identifying a paper of high quality. But such studies rarely methods textbooks and other mixed methods works, and even wentdeeper.(p.56) writers of future editions of style guides such as the APA Publication Manual. Importantly, we expect that this reviewer And as few works as have emerged to date that explicate sheet also would be helpful for mixed methods practitioners what makes a quality review of quantitative research manu- who can be defined as those ‘‘with theoretical and practical scripts or what makes a quality review of qualitative research knowledge of three methodologies (i.e., qualitative, quantita- manuscripts, to date, there have been no works in which the tive, and mixed methods)’’ (Poth, 2012, p. 315). author has outlined what makes a quality review of mixed Although our reviewer sheet stems from the voices of our methodsresearchmanuscripts.Yet,amajorfindingfromLu’s 45 talented reviewers, and these voices indubitably have led (2012) mixed methods research study of 44 experienced to what we deem as 16 quality published articles across our reviewerswasthattheseparticipantsemphasizedtheimportant two IJQM special issues, this reviewer sheet (and any other rolethatjournaleditorscanplayinmotivatinggoodreviewing sheets that subsequently are developed from the present or by specifying explicitly what a good review is. Thus, the pri- future findings) should be subjected to validation/legitima- mary goal of the current editorial has been to begin the con- tion studies. In particular, future research is needed to deter- versation among members of the mixed methods research mine the quality of reviews that our newly developed communityregardingwhatmakesaqualityreviewbyprovid- reviewer sheet generates. Once validated/legitimated, we inganevidence-basedframeworkforcomprehensivelyreview- contend that such an evidence-based reviewer sheet should ingmixedmethods research manuscripts. make it easier for reviewers to provide what Fischer (2011, As can be seen from the findings from the MMCS pre- p. 227) refers to as value-added reviews. Such improvement sented in this editorial, together, the reviewers offered the in quality of reviews, in turn, would improve the quality of authorsfeedbackthatwasgreaterthanthesumoftheindivid- mixed methods research articles. And little is more crucial ual reviews—for which we are extremely grateful to the to the advancement of both science and the field of mixed reviewers. The major finding yielded from these 45 special methods research than the establishment of optimal reviews issue reviewers is the emergence of the following six meta- via the information gatekeepers—in this case, reviewers of themes (and 32 themes) that characterized their criticisms: mixed methods manuscripts.

Description:
Special Issue. Editors' Afterword: Toward Evidence-Based. Guidelines for Reviewing Mixed Methods providing reviews based on universal principles and rules, in an impartial and . proposals were accepted, 16 submitted full manuscripts within 745–768. doi:10.1016/j.ijmedinf.2005.05.004.
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